{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# RMS Spot Size versus Field"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from optiland.analysis import RmsSpotSizeVsField\n",
    "from optiland.samples.objectives import TessarLens"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "lens = TessarLens()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "lens.draw()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "tags": [
     "nbsphinx-thumbnail"
    ]
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 700x450 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "rms_vs_field = RmsSpotSizeVsField(lens)\n",
    "rms_vs_field.view()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": ".venv",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
